MRM2023/IUMRS-ICA2023

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Oral Session

F. Functional & Structural » [F-1] Future prospect of DX-driven development in structural materials

[F1-O301] Oral 301

Wed. Dec 13, 2023 10:00 AM - 12:20 PM Session 13 (Room I)

Chair: Motomichi Koyama (Tohoku University)

10:20 AM - 10:50 AM

[F1-O301-01 (Symposium Invited)] Optimization of microstructure and mechanical properties of dual phase in continuous microstructure space using a variational autoencoder

*Hyoung Seop Kim1,2, Yongju Kim1, Hyoung Seop Kim (1. Pohang Univ. Sci. Tech. (Korea), 2. Tohoku Univ. (Japan))

Keywords:Microstructure-based modeling, Deep learning, Variational autoencoder, Gaussian process regression, Dual-phase steel

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